wenhaofang

KGShow

本项目是一个知识图谱可视化程序，采用前后端分离技术实现，前端使用 Vue，后端使用 Flask

Seq2SeqAtn

Seq2Seq model implemented with pytorch, using Bahdanau Attention and Luong Attention.

Seq2SeqPtr

Seq2Seq model implemented with pytorch, using Copy Mechanism and Coverage Mechanism.

SNSE

本项目是一个简单的新闻搜索引擎，使用 python 实现，包括数据爬取模块、索引构建模块以及排序模块

LeetcodeSolution

本项目是一个 leetcode 刷题笔记，使用 c++ 实现，包含题解与题型模板

PointerNetwork

A pointer network model implemented with pytorch.

Seq2SeqDiverse

Seq2Seq model implemented with pytorch, using temperature sampling, top-k sampling, top-p sampling / nucleus sampling, and beam search.

Word2vec

Some demo word2vec models implemented with pytorch, including Continuous-Bag-Of-Words / Skip-Gram with Hierarchical-Softmax / Negative-Sampling.

BertForChID

A repository for Idiom NER and Idiom Cloze, using BERT model and ChID dataset.

BertForSQuAD

A repository for Extractive Question Answering, using BERT model and SQuAD dataset.

Comments

GANDemo

Some demo GAN models implemented with pytorch, including GAN, WGAN, WGAN-GP, CGAN.

ImageClassificationDemo

Some demo image classification models implemented with pytorch, including MLP, LeNet, AlexNet, VGG, ResNet.

OptimizerDemo

Some demo optimizers implemented with pytorch, including SGD, SGDM, AdaGrad, RMSProp, Adam.

PythonTools

A repository including some useful python snippets.

RNNDemo

Some demo RNN(Recurrent Neural Network) models implemented with pytorch, including RNN, LSTM, GRU.

Seq2SeqDemo

Some demo seq2seq models implemented with pytorch, including rnn, cnn, attention, and transformer.

Tokenizer

Some demo tokenizers especially for Chinese, including Maximum Matching, UniGram, HMM, CRF.

VAEDemo

Some demo VAE models implemented with pytorch, including AE, DAE, VAE, CVAE.